29 citations · 38 across the 2 of their papers we have counts for
2 papers
math.OC2019★ 9 cited
History-Gradient Aided Batch Size Adaptation for Variance Reduced Algorithms
Kaiyi Ji, Zhe Wang, Bowen Weng +3
Variance-reduced algorithms, although achieve great theoretical performance, can run slowly in practice due to the periodic gradient estimation with a large batch of data. Batch-si…
stat.ML2016★ 29 cited
Reshaped Wirtinger Flow and Incremental Algorithm for Solving Quadratic System of Equations
Huishuai Zhang, Yi Zhou, Yingbin Liang +1
We study the phase retrieval problem, which solves quadratic system of equations, i.e., recovers a vector from its magnitude measurements $y_i=|\la…